{"id":95935,"date":"2024-06-05T08:41:46","date_gmt":"2024-06-05T06:41:46","guid":{"rendered":"https:\/\/www.reichelt.com\/magazin\/?p=95935"},"modified":"2026-01-21T14:36:29","modified_gmt":"2026-01-21T13:36:29","slug":"from-smart-cities-to-medical-imaging-recomputer-industrial-powers-your-ai-projects-forward","status":"publish","type":"post","link":"https:\/\/www.reichelt.com\/magazin\/en\/guide\/from-smart-cities-to-medical-imaging-recomputer-industrial-powers-your-ai-projects-forward\/","title":{"rendered":"From smart cities to medical imaging: reComputer Industrial powers your AI projects forward"},"content":{"rendered":"\n

Whether it is video analysis, object recognition, robotics or natural language processing, the reComputer Industrial J4012 will give you the best support for your future AI-based projects that require high computing power. The innovative minicomputer is a powerhouse with many technical highlights and is ideal for various tasks in areas such as industrial automation, security or smart cities.<\/p>\n\n\n\n

High-performance hardware for demanding applications<\/h2>\n\n\n\n<\/span>The reComputer Industrial J4012 is characterised by robust and versatile hardware specifications that qualify it for industrial applications. It is equipped with the powerful NVIDIA Jetson Orin NX 16GB module, which can deliver an impressive AI performance of 100 TOPS (Tera Operations Per Second). The system’s computing power is further enhanced by an 8-core Arm\u00ae Cortex\u00ae-A78AE v8.2 64-bit CPU with 2MB L2 and 4MB L3 cache.<\/p>\n\n\n\n

A 1024-core graphics processor with the advanced NVIDIA Ampere architecture and 32 tensor cores delivers top-notch graphics performance. Combined with 16GB of LPDDR5 memory with 128-bit bandwidth and a 102GB\/s data transfer rate, and a 128GB M.2 NVMe 2280 SSD, it delivers fast processing speeds for demanding AI and graphics tasks.<\/p>\n\n\n\n

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Software compatibility and developer tools<\/h3>\n\n\n\n

Another highlight of the mini computer is the pre-installed Jetpack 5.1 SDK. The software provides a complete development environment for hardware-accelerated AI development on NVIDIA Jetson modules. It also includes CUDA-X accelerated libraries that enable optimal use of GPU resources and facilitate the creation of high-performance AI applications. Regular over-the-air (OTA) updates ensure that both software and security are always up to date.<\/p>\n\n\n\n

The Industrial J4012 is of particular interest to developers: It supports a wide range of frameworks and higher-level SDKs, including NVIDIA DeepStream for streaming video analysis and the NVIDIA TAO Toolkit, which simplifies and accelerates model training. It also includes NVIDIA Riva Speech AI, a powerful speech recognition and text-to-speech solution.<\/p>\n\n\n\n

J4012 vs. Industrial J4012: more compatible and robust<\/h3>\n\n\n\n<\/span>The reComputer J4012 and the reComputer Industrial J4012 both offer powerful AI solutions, but the industrial version has some key advantages.<\/p>\n\n\n\n

The Industrial J4012 enables seamless integration into any network through additional interfaces such as RS-232\/RS-422\/RS-485. These extended connections facilitate communication with various devices and control systems. Another benefit is the LAN ports with PoE (Power over Ethernet) support, which simplify power and network connectivity for IP cameras, for example. This not only makes installation easier, but also reduces the amount of cabling required.<\/p>\n\n\n\n

The rugged design of the Industrial J4012 is optimised for use in industrial environments. It incorporates a thermal reference design with an extended temperature range of -20\u00b0C to 60\u00b0C. This ensures reliable operation in extreme conditions and protects the hardware from external influences. Mounting options are also more flexible with the industrial version: the minicomputer can be easily installed on desks, DIN rails or walls using the supplied bracket.<\/p>\n\n\n\n

Practical applications in industry<\/h2>\n\n\n\n

The many components make the Industrial J4012 suitable for a wide range of industrial applications. Here are some ideas of how the Industrial J4012 can be used:<\/p>\n\n\n\n

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Factory automation<\/figcaption><\/figure>\n\n\n\n
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Quality control<\/figcaption><\/figure>\n\n\n\n
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Medical imaging<\/figcaption><\/figure>\n<\/figure>\n\n\n\n